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Enhanced Plaque Stabilization Effects of Alirocumab - Insights From Artificial Intelligence-Aided Optical Coherence Tomography Analysis of the Alirocumab for Thin-Cap Fibroatheroma in Patients With Coronary Artery Disease Estimated by Optical Coherence Tomography (ALTAIR) Study.
Yamamoto, Tetsuya; Sugizaki, Yoichiro; Kawamori, Hiroyuki; Toba, Takayoshi; Hiromasa, Takashi; Sasaki, Satoru; Fujii, Hiroyuki; Hamana, Tomoyo; Osumi, Yuto; Iwane, Seigo; Tsunamoto, Hiroshi; Naniwa, Shota; Sakamoto, Yuki; Matsuhama, Koshi; Fukuishi, Yuta; Okamoto, Hiroya; Higuchi, Kotaro; Tu, Shengxian; Hirata, Ken-Ichi; Otake, Hiromasa.
Affiliation
  • Yamamoto T; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Sugizaki Y; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Kawamori H; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Toba T; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Hiromasa T; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Sasaki S; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Fujii H; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Hamana T; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Osumi Y; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Iwane S; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Tsunamoto H; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Naniwa S; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Sakamoto Y; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Matsuhama K; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Fukuishi Y; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Okamoto H; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Higuchi K; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
  • Tu S; Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University.
  • Hirata KI; Department of Cardiovascular Medicine, University of Oxford.
  • Otake H; Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.
Circ J ; 2024 Sep 21.
Article in En | MEDLINE | ID: mdl-39313373
ABSTRACT

BACKGROUND:

Proprotein convertase subtilisin/kexin type 9 inhibitors stabilize vulnerable plaque, reducing cardiovascular events. However, manual optical coherence tomography (OCT) analysis of drug efficacy is challenging because of signal attenuation within lipid plaques. METHODS AND

RESULTS:

Twenty-four patients with thin-cap fibroatheroma were prospectively enrolled and randomized to receive alirocumab (75 mg every 2 weeks) plus rosuvastatin (10 mg/day) or rosuvastatin (10 mg/day) alone. OCT images at baseline and 36 weeks were analyzed manually and with artificial intelligence (AI)-aided software. AI-aided OCT analysis showed significantly greater percentage changes in the alirocumab+rosuvastatin vs. rosuvastatin-alone group in fibrous cap thickness (FCT; median [interquartile range] 212.3% [140.5-253.5%] vs. 88.6% [63.0-119.6%]; P=0.006) and lipid volume (median [interquartile range] -30.8% [-51.8%, -16.6%] vs. -2.1% [-21.6%, 4.3%]; P=0.015). Interobserver reproducibility for changes in minimum FCT and lipid index was relatively low for manual analysis (interobserver intraclass correlation coefficient [ICC] 0.780 and 0.499, respectively), but high for AI-aided analysis (interobserver ICC 0.999 and 1.000, respectively). Agreements between manual and AI-aided OCT analyses of FCT and the lipid index were acceptable (concordance correlation coefficients 0.859 and 0.833, respectively).

CONCLUSIONS:

AI-aided OCT analysis objectively showed greater plaque stabilization of adding alirocumab to rosuvastatin. Our results highlight the benefits of a fully automated AI-assisted approach for assessing drug efficacy, offering greater objectivity in evaluating serial changes in plaque stability vs. conventional OCT assessment.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Circ J Journal subject: ANGIOLOGIA / CARDIOLOGIA Year: 2024 Document type: Article Country of publication: Japan

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: Circ J Journal subject: ANGIOLOGIA / CARDIOLOGIA Year: 2024 Document type: Article Country of publication: Japan